AI Agent Hub
Back to skills
Resume Optimizer and PDF Generator icon

Resume Optimizer and PDF Generator

Office Efficiency Updated 2026.08.30

Paste the following prompt into your AI chat to install this skill:

Please follow https://skillhub.cn/install/skillhub.md to install @user_fcba917f/resume-pdf-optimizer.

About this skill

Applying for roles usually fails at clarity, not experience. Resumes often mix self-praise, duplicated projects, weak verbs, and unverified metrics. When targeting different roles or JDs, manually reordering content, extracting keywords, and fitting a one-page document is costly. resume-pdf-optimizer structures this workflow and produces a deliverable PDF.

How It Works

  • Intake: Reads the raw resume, target role, language, and page count; if a JD, industry, or company type is provided, it prioritizes keyword matching, experience reordering, and skill reinforcement.
  • Diagnosis: Checks role fit, quantified outcomes, structure, ATS readability, wording, and credibility.
  • Rewriting: Uses STAR, CAR, and XYZ to convert vague duties into actions and results, while deprioritizing unrelated content.
  • PDF output: Generates a single-column, low-saturation PDF with selectable text; by default it writes to output/ with an English lowercase-hyphen filename.
  • Quality checks: Verifies unconfirmed facts, timeline conflicts, duplicated projects, Chinese font rendering, and file readability.

Boundaries

  • Suited for new graduates, experienced candidates, role changers, and managers; supports Chinese, English, and bilingual resumes.
  • It preserves factual claims: it does not invent degrees, employers, projects, certificates, papers, patents, or awards; missing metrics are marked for confirmation.
  • By default it avoids expanding unnecessary sensitive details; optional masking can cover names, phone numbers, emails, employers, schools, or projects.
  • It focuses on resume content and layout, not hiring guarantees, legal advice, immigration guidance, or professional certification.

Use Cases

  • When applying to a backend role, reorders project experience around the JD and reinforces key skills.
  • Before submitting an English resume overseas, rewrites Chinese project bullets into STAR format.
  • For a new graduate applying to product operations, compresses coursework into a one-page ATS-friendly PDF.
  • For a career switch to data analysis, trims unrelated sales work and quantifies business outcomes.

Best For

  • New graduates applying to engineering roles: rewrite coursework into STAR bullets and produce a one-page PDF.
  • Engineers targeting overseas positions: polish English resumes, align keywords, and create ATS-friendly layouts.
  • Managers or promotion candidates: de-emphasize low-value items and highlight scope plus business outcomes.
  • Freelancers or product operators: organize project cases for target clients or roles and deliver an application-ready PDF.